This inventor holds 1 USPTO granted patent. Top assignee: Colorado State University Research Foundation. Active years: 2003.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2003
Title: The Innovative Mind of Matthew Kretchmar
Introduction
Matthew Kretchmar is an accomplished inventor based in Newark, Ohio. He has made significant contributions to the field of control systems through his innovative patent. His work focuses on employing reinforcement learning techniques to enhance the stability and efficiency of feedback control systems.
Latest Patents
Kretchmar holds a patent titled "Control system and technique employing reinforcement learning having stability and learning phases." This patent describes a feedback control system designed for automatic on-line training of a controller for a plant. The system integrates a reinforcement learning agent that operates in parallel with the controller. The learning agent consists of an actor network and a critic network, which work together to execute a sequence of stability and learning phases. During the stability phase, a multi-dimensional boundary of values is established. In the learning phase, updated weight values are generated until one of these values reaches the boundary, prompting the next sequence to determine a new multi-dimensional boundary followed by another learning phase. Additionally, the patent includes a method for automatic on-line training of a feedback controller using a neural network.
Career Highlights
Matthew Kretchmar is affiliated with the Colorado State University Research Foundation, where he continues to advance his research and development in control systems. His innovative approach has garnered attention in the academic and engineering communities.
Collaborations
Kretchmar has collaborated with notable colleagues, including Peter Michael Young and Charles Anderson. Their combined expertise contributes to the advancement of technology in their respective fields.
Conclusion
Matthew Kretchmar's contributions to control systems through his innovative patent demonstrate his commitment to advancing technology. His work exemplifies the intersection of theory and practical application in engineering.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile